Why AI Is Forcing Marketing to Move From Channels to Intent
For decades, marketing teams organized their strategies around channels—search, social, email, and paid—each measured and optimized separately. But as AI increasingly mediates how buyers discover, compare, and choose products, that channel-based model is breaking down, forcing marketers to rethink their infrastructure around something far more important: customer intent. That channel-based structure shaped everything from budgets […]
The App-or-Web Dilemma: Where Brands Should Steer Holiday Shoppers
A shopper clicked on your Black Friday email. They landed on your mobile site, ready to buy. A full-page interstitial pops up: “Download our app for a better experience!” They closed it. Lost sale: $150. Multiply that by thousands of clicks during peak shopping days, and you’re leaving serious money on the table. Most retailers […]
AI Is Changing Customer Discovery Forever. Who Wins?
Until today, search has been the enabler of the internet. It served as a powerhouse of digital economics, the foundation of the Direct-to-Consumer (DTC) business model, and the model for organic customer discovery. Search Engine Optimization (SEO) underpinned how brands and companies crafted their marketing and communications strategies. Artificial intelligence (AI) changes all of this. […]






AI Is Changing the Ad Fraud Fight
Ad fraud isn’t new to anyone running acquisition budgets across dozens or hundreds of locations. Multi-location marketers and agencies have dealt with click farms, bot traffic, and inflated app installs for years. What’s changing is the machinery behind the fraud. AI-driven ad fraud can now manufacture outcomes that mimic campaign success at a scale and level […]